Triple
T14188740
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludington, Michigan |
E351651
|
entity |
| Predicate | hasBeach |
P1922
|
FINISHED |
| Object |
Stearns Park Beach
Stearns Park Beach is a popular public beach on the shores of Lake Michigan in Ludington, known for its sandy shoreline, scenic sunsets, and recreational amenities.
|
E1138390
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Stearns Park Beach | Statement: [Ludington, Michigan, hasBeach, Stearns Park Beach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stearns Park Beach Context triple: [Ludington, Michigan, hasBeach, Stearns Park Beach]
-
A.
St. Clair Beach
St. Clair Beach is a residential lakeside neighbourhood in Tecumseh, Ontario, known for its waterfront setting and proximity to recreational amenities.
-
B.
Fieldston Beach
Fieldston Beach is a coastal neighborhood and public beach area in Marshfield, Massachusetts, known for its sandy shoreline along Cape Cod Bay and seasonal seaside community.
-
C.
Glencoe Beach
Glencoe Beach is a popular public swimming and recreation area on the Lake Michigan shoreline in Glencoe, Illinois.
-
D.
West Bay Beach
West Bay Beach is a popular sandy shoreline in North Berwick, Scotland, known for its scenic coastal views and family-friendly seaside atmosphere.
-
E.
West Bay Beach
West Bay Beach is a renowned white-sand beach on the Caribbean island of Roatán, famous for its clear turquoise waters and excellent snorkeling and diving along the nearby coral reef.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Stearns Park Beach Triple: [Ludington, Michigan, hasBeach, Stearns Park Beach]
Generated description
Stearns Park Beach is a popular public beach on the shores of Lake Michigan in Ludington, known for its sandy shoreline, scenic sunsets, and recreational amenities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stearns Park Beach Target entity description: Stearns Park Beach is a popular public beach on the shores of Lake Michigan in Ludington, known for its sandy shoreline, scenic sunsets, and recreational amenities.
-
A.
St. Clair Beach
St. Clair Beach is a residential lakeside neighbourhood in Tecumseh, Ontario, known for its waterfront setting and proximity to recreational amenities.
-
B.
Fieldston Beach
Fieldston Beach is a coastal neighborhood and public beach area in Marshfield, Massachusetts, known for its sandy shoreline along Cape Cod Bay and seasonal seaside community.
-
C.
Glencoe Beach
Glencoe Beach is a popular public swimming and recreation area on the Lake Michigan shoreline in Glencoe, Illinois.
-
D.
West Bay Beach
West Bay Beach is a popular sandy shoreline in North Berwick, Scotland, known for its scenic coastal views and family-friendly seaside atmosphere.
-
E.
West Bay Beach
West Bay Beach is a renowned white-sand beach on the Caribbean island of Roatán, famous for its clear turquoise waters and excellent snorkeling and diving along the nearby coral reef.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d827894ac0819097803e57f3227b23 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61de509881908967ef5031f2a8d9 |
completed | April 14, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feb7cccd548190b9ec93f9d9d2f2af |
completed | May 9, 2026, 4:27 a.m. |
| NEDg | Description generation | batch_69feb971df248190bccc187517557373 |
completed | May 9, 2026, 4:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69feb9faeb2c819098e8dd4e0cf223bc |
completed | May 9, 2026, 4:37 a.m. |
Created at: April 10, 2026, 1:03 a.m.